four shows the share of our sample coming from the 10 most populous states. The figure also contains the share of small companies within the Economic Census which would possibly be within each state. For instance, California has 14.4{d748010f325fca6ec6f460b6a4338af56bf31f4282a16824690b3f7d773fec73} of our Alignable survey pattern, 12.5{d748010f325fca6ec6f460b6a4338af56bf31f4282a16824690b3f7d773fec73} of small businesses within the Census data, and eleven.52{d748010f325fca6ec6f460b6a4338af56bf31f4282a16824690b3f7d773fec73} of whole US inhabitants. Our pattern does overrepresent the coasts and underrepresents Illinois. Alignable shared the geographic distribution of their weekly pulse survey takers, and the final set of columns within each grouping permits us to evaluate choice variations between respondents to the shorter pulse poll and our downstream survey. There are some minor sampling variations throughout states, but the Alignable pulse poll pattern and people taking our broader survey have quite good geographic protection. This figure plots the share of corporations in each employment category for the 2017 Census of US Businesses and the survey respondents.

As countries grapple with the human and economic costs of COVID-19, the pandemic is shifting the global landscape in many ways. It has catalysed new ways of doing things — the best way business works, communicates, and markets merchandise — that could presumably be here to stay. The Economy …